conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Knowledge Graph

714 papers

Papers per year

2
61
112
'15
'20
'25

Papers

Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation EACL 2026
CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation ACL 2026
Enhancing Lexical Relation Mining with Structured Sememe Knowledge ACL 2026
LearnerCoMPASS: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path Planning ACL 2026
Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph ACL 2026
Cognitive Scaffold: From Fluid Context to Crystallized Memory for Long-Horizon DeepResearch Agents ACL 2026
CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data ACL 2026
From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability ACL 2026
Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs ACL 2026
Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA ACL 2026
KARL: Reinforcement Learning for LLM Agents on Multi-Turn Knowledge-Intensive Agentic Tasks ACL 2026
MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation ACL 2026
FourCorners: A Production Knowledge Graph Unifying Thailand’s Legal System ACL 2026
Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025
SOVGaussian: Sparse-View 3D Gaussian Splatting for Open-Vocabulary Scene Understanding AAAI 2025
Scene Graph-Grounded Image Generation AAAI 2025
S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion AAAI 2025
Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning AAAI 2025
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025
Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking AAAI 2025
Dynamic Graph Learning with Static Relations for Credit Risk Assessment AAAI 2025
Expand Horizon: Graph Out-of-Distribution Generalization via Multi-Level Environment Inference AAAI 2025
Integrating Large Language Models and Möbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere AAAI 2025
Weighted Embeddings for Low-Dimensional Graph Representation AAAI 2025
Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs AAAI 2025